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Episode 019 - Starting a Career in Machine Learning with Kesha Williams

The AWS Developers Podcast

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Data Bias in Machine Learning

One way that data can be biased is it's not diverse enough. So for example, when I think back to my crime prediction model, there were several attributes that the machine needed to learn in order to make a prediction. You really have to make sure that your data is diverse. And you have accurate representation across all of the attributes that themachine is going to learn from.

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